Smartphone-based Cardiac Rehabilitation Program

This data correspond to a manuscript of Plos One (ID : PONE-D-16-16329). We introduced a cardiac rehabilitation program that utilizes only a smartphone, with no external devices. As an efficient guide for cardiac rehabilitation exercise, we developed an application to automatically indicate the exercise intensity by comparing the estimated heart rate with the target heart rate zone. To evaluate HR estimation from our developed application during exercise, we used a modified version of the Bruce protocol, which consists of 5 min of walking for a warm-up, 10 min of jogging, 5 min of rest, and additional 10 min of jogging, and 5 min of waling for cool-down, all on a treadmill. The data are from 32 subjects for motion artifact analysis plus 4 subjects for maximum exercise testing.

本数据集对应一篇发表于《公共科学图书馆·综合》（PLOS ONE）的研究手稿，稿件编号为PONE-D-16-16329。本研究提出了一种仅依托智能手机、无需外接设备的心脏康复方案。作为心脏康复运动的高效指导工具，我们开发了一款应用程序，通过将估算心率与目标心率区间进行对比，自动提示运动强度。为评估本研究所开发应用在运动过程中的心率（Heart Rate, HR）估算性能，我们采用了改良版布鲁斯运动方案（Bruce Protocol），该方案全程在跑步机上进行，具体流程为：5分钟热身步行、10分钟慢跑、5分钟休息、额外10分钟慢跑，以及5分钟放松步行。本数据集包含32名受试者的运动伪影分析数据，以及4名受试者的最大运动测试数据。